List: Machine Learning | Curated by Lucas O

Aug 4, 2024
12 stories
Machine Learning
Thales Vignoli
📊 End to End Data Science Project for Maintenance 📈Building a classifier model to predict the type of failure, reduce machine downtime, and ensure the reliability of correct maintenance.
Mar 20, 2024
9
Mar 20, 2024
9
In
Towards AI
by
Afaque Umer
From Experiments 🧪 to Deployment 🚀 : MLflow 101Uplift Your MLOps Journey by crafting a Spam Filter using Streamlit and MLflow
Aug 5, 2023
5
Aug 5, 2023
5
Tomer Gabay
How to Setup Your Macbook for Data Science in 2024Easy Steps to Get the Best Experience From Your MacBook as a Data Scientist
Jan 17, 2024
5
Jan 17, 2024
5
In
TDS Archive
by
Adam Barnhard
A True End-to-End ML Example: Lead ScoringFrom machine learning idea to implemented solution with MLflow, AWS Sagemaker, and Booklet.ai
Mar 9, 2020
5
Mar 9, 2020
5
In
AI Advances
by
Diogo Ribeiro
Python for Advanced Customer Churn AnalysisA Guide to Survival Analysis Techniques
Feb 1, 2024
3
Feb 1, 2024
3
In
GoPenAI
by
Agent Issue
I tried 100s of MLOps tools, this is the absolute best for production-ready AI deployments!Over the years, I trained and fine-tuned a lot of models, which were all shining bright in my Jupyter notebooks. Every time, I was itching…
Feb 21, 2024
1
Feb 21, 2024
1
In
TDS Archive
by
Louis Chan
SHAP: Explain Any Machine Learning Model in PythonYour Comprehensive Guide to SHAP, TreeSHAP, and DeepSHAP
Jan 11, 2023
3
Jan 11, 2023
3
In
Data And Beyond
by
Yennhi95zz
How to Easily Automate Web Scraping with a Simple Data PipelineLLM for fully automated web scraping, creating an end-to-end data extraction process that streamlines your workflow.
Jun 6, 2024
1
Jun 6, 2024
1
In
Analytics Vidhya
by
Kia Eisinga
How to create a Python libraryEver wanted to create a Python library, albeit for your team at work or for some open source project online? In this blog you will learn…
Jan 26, 2020
33
Jan 26, 2020
33
Ramazan Olmez
End-to-End Machine Learning Project: Churn PredictionThe main objective of this article is to develop an end-to-end machine learning project. For a model to be truly useful, it needs to be…
Feb 22, 2024
18
Feb 22, 2024
18
In
Towards AI
by
Bex T.
19 Most Elegant Sklearn Tricks I Found After 3 Years of UseAdvanced techniques and hidden gems for effective machine learning
Jun 16, 2023
5
Jun 16, 2023
5
In
TDS Archive
by
Eljas Linna
Return on Investment for Machine LearningInstead of asking “How do we get 100% accuracy?”, the right question is “How do we maximize ROI?”
Jul 7, 2020
2
Jul 7, 2020
2